9/23(五) 資工/電機 專題討論(工四講堂)聯合演講

9/23 speaker:

本週邀請到美國的陳佩君 博士 / Dr. Trista Chen(卡內基 美隆 大學/Carnegie Mellon University),前來進行中文演講。

陳佩君 博士具有極豐富的業界實務經驗,機會難得,敬請踴躍出席。

簡歷如下:

Bio:
Trista is the owner of her consulting firm helping companies on machine learning and computer vision problems. Previously, she held various leadership positions from startups to research labs. While leading Cognitive Networks core algorithm and data science team, she helped lifting the customer counts and traffics by orders of magnitude. Cognitive Networks was acquired by Vizio, one of the largest TV manufacturers in the world. She founded Fotolugu, a computer vision company that helped companies monetizing images and videos. At Intel, she helped develop OpenCV. She architected Nvidias first video processor. Trista received her Ph.D. from Carnegie Mellon University. She co-authored 26 publications, 10 issued and pending patents, and gave keynotes and invited lectures at conferences and universities.

 

講題與摘要如下:

Title:Visual Big Data in Real World

 

Abstract:

The explosion of visual data from mobile image captures, social sharing, the web, TV shows and movies, and the availability of large amount of metadata have created unprecedented opportunities and fundamental challenges to visual data mining and computer vision problems in general.

This talk provides an overview of recent developments in visual big data. Insights we didnt have before with small data suddenly arise. Problems we didnt see before are becoming critical. Algorithms that are ill fitted before are now attractive, esp. deep learning algorithms. In addition to reviewing interesting real-world visual big data developments, this talk hopes to brainstorm with the audience promising new directions.

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